Neural Networks and Intellect: Using Model Based Concepts - Perlovsky, Leonid (Chief Scientist, Chief Scientist, Nicholas Research Corporation) - 書籍 - Oxford University Press Inc - 9780195111620 - 2000年11月23日
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Perlovsky, Leonid (Chief Scientist, Chief Scientist, Nicholas Research Corporation)
Neural Networks and Intellect: Using Model Based Concepts

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発送予定日 年11月17日 - 年12月3日
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This is a textbook for courses commonly called neural networks in departments of computer and information science. This unique neural network book will describe novel architectures and learning mechanisms of model-based neural networks that utilize and intriguing concept of an internal "world" model. This concept combines a prior knowledge of models with adaptive learning and addresses the most perplexing problems in the fields of neural networks: fast learning androbust generalization. The author provides an overview of neural networks and artificial intelligence fields, relating hundreds of seemingly disparate techniques to several basic mathematical concepts. He then analyzes fundamental computational concepts of major neural network paradigms, andrelates them to concepts of mind in philosophy, pschology, and linguistics. Relationships of these mathematical concepts to the concepts of philosophy will help students and researchers determine the directions of future research. This book can also be used as a supplementary text in a graduate course on Neural Networks.

496 pages

メディア 書籍     Hardcover Book   (ハードカバー付きの本)
リリース済み 2000年11月23日
ISBN13 9780195111620
出版社 Oxford University Press Inc
ページ数 496
寸法 198 × 246 × 24 mm   ·   1,03 kg
言語 英語  

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